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***Limited Time Exclusive Bundle*** Life Just Got Better This Summer! Get Hard Copy + PDF Certificates + Transcript + Student ID Card as a Gift - Enrol Now Tired of browsing and searching for the course you are looking for? Can't find the complete package that fulfils all your needs? Then don't worry as you have just found the solution. Take a minute and look through this 14-in-1 extensive bundle that has everything you need to succeed in Business Studies and other relevant fields! After surveying thousands of learners just like you and considering their valuable feedback, this all in one Business Studies bundle has been designed by industry experts. We prioritised what learners were looking for in a complete package and developed this in-demand Business Studies course that will enhance your skills and prepare you for the competitive job market. Also, our Business Studies experts are available for answering your queries and help you along your learning journey. Advanced audiovisual learning modules of these courses are broken down into little chunks so that you can learn at your own pace without being overwhelmed by too much material at once. Furthermore, to help you showcase your expertise in Business Studies, we have prepared a special gift of 1 hardcopy certificate and 1 PDF certificate for the title course completely free of cost. These certificates will enhance your credibility and encourage possible employers to pick you over the rest. This Bundle Consists of the following Premium courses: Course 01: Business Studies Course 02: Accountancy Course 03: Level 3 Tax Accounting Course 04: Financial Management Course 05: Financial Analysis Course 06: Marketing Fundamentals Course 07: Sales: Psychology of Customers Course 08: Business Branding Course 09: Digital Marketing Course 10: HR Management Level 3 Course 11: Diploma in Lean Process and Six Sigma Course 12: Effective Communication Skills Diploma Course 13: Customer Relationship Management Course 14: Time Management Benefits you'll get choosing Apex Learning for this Business Studies: Pay once and get lifetime access to 14 CPD courses Certificates, student ID for the title course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Curriculum of the Bundle Course 01: Business Studies Introduction Operations Management Introduction to Business Analysis Project Management Business Process Management Planning & Forecasting Operations Performance Management Management of Cash and Credit Managing Risk and Recovery Business Environment Human Resource Management Customer Service Course 02: Accountancy Introduction to Accounting The Role of an Accountant Accounting Concepts and Standards Double-Entry Bookkeeping Balance Sheet Income statement Financial statements Cash Flow Statements Understanding Profit and Loss Statement Financial Budgeting and Planning Auditing Course 03: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Advanced Income Tax Payee, Payroll and Wages Capital Gain Tax Value Added Tax Import and Export Corporation Tax Inheritance Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 04: Financial Management Introduction to Financial Management Fundamentals of Budgeting The Balance Sheet The Income Statement The Cash Flow Statement Statement of Stockholders' Equity Analysing and Interpreting Financial Statements Inter-Relationship Between all the Financial Statements International Aspects of Financial Management Course 05: Financial Analysis Introduction Profitability Return Ratio Liqudity Ratio Operational Analysis Detecting Manipulation Course 06: Marketing Fundamentals Introduction to Marketing Fundamentals Definitions of Marketing Traditional vs Contemporary Marketing Marketing Management Orientations Understand your Customers Segmentation Course 07: Sales: Psychology of Customers Introduction Introducing A.S.K - concentrating on 'A' for ATTRACT. Section 3 The 'S' of A.S.K. - SERVING Section 4 The K of A.S.K Section 5 ...And lastly... Course 08: Business Branding Course Promo Video Chapter1 Chapter2 Chapter3 Chapter4 Chapter5 Chapter6 Chapter7 Chapter8 Chapter9 Chapter10 Chapter11 Course 09: Digital Marketing Introduction How to Apply the Internet Marketing Process The Internet Marketing Strategies That Will Increase Your Sales Structuring and Auditing of Website And Much More..... Course 10: HR Management Level 3 Introduction to Human Resource Employee Recruitment and Selection Procedure Employee Training and Development Process Performance Appraisal Management Employee Relations Motivation and Counselling Ensuring Health and safety at the Workplace Employee Termination Employer Record and Statistics Essential UK Employment Law Course 11: Diploma in Lean Process and Six Sigma Understanding Lean The Lean Culture The Five Principles of Lean Value and Waste Value Stream Mapping (VSM) The Principles of Flow and Pull Overview of Six Sigma The Define Phase The Measure Phase The Analyse Phase The Improve Phase The Control Phase Course 12: Effective Communication Skills Diploma Verbal and Non-verbal Communication Written Communication Electronic Communication Communicating with Graphic Effectively Working for Your Boss And Much More..... Course 13: Customer Relationship Management Module 01: Introduction to Customer Relationship Management (CRM) Module 02: CRM Fundamentals Module 03: CRM Strategies CRM Strategies Module 04: Data Analysis in CRM Module 05: CRM Databases And Much More..... Course 14: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Business Studies bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Business Studies is fully compatible with PC's, Mac's, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so that you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course; it can be studied in your own time at your own pace. Career path Having this various expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Business Studies) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Business Studies) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Get ready for an exceptional online learning experience with the Credit Control, Debt Management, Investment Banking, and Business Law bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. This Credit Control, Debt Management, Investment Banking, and Business Law is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Debt Management & Investment package has something for everyone. As part of the Credit Control, Debt Management, Investment Banking, and Business Law package, you will receive complimentary PDF certificates for all courses in Debt Management & Investment bundle at no extra cost. Equip yourself with the Debt Management & Investment bundle to confidently navigate your career path or personal development journey. Enrol our Debt Management & Investment bundletoday and start your career growth! This Debt Management & Investment Bundle Comprises the Following CPD Accredited Courses: Debt Management - Online Course Banking and Finance Accounting Statements Financial Analysis Financial Controller Training Finance: Financial Advisor Financial Analysis: Finance Reports Investment Banking Anti-Money Laundering (AML) Training Compliance & Business Risk Management Statistics Finance and Cash Management for Hospitality Business Law Advanced Tax Accounting Changes in Accounting: Latest Trends Encountered by CFOs in 2022 Stock Market Investment Excel for Bookkeeping Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: By completing the Credit Control, Debt Management, Investment Banking, and Business Law course, you will: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Debt Management & Investment Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Debt Management & Investment Bundle. Build a strong knowledge base in your chosen course via the Debt Management & Investment Bundle. Benefit from the flexibility and convenience of online learning. With the Debt Management & Investment package, validate your learning with a CPD certificate. Each course in Credit Control, Debt Management, Investment Banking, and Business Law bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Credit Control, Debt Management, Investment Banking, and Business Law, a rich anthology of 15 diverse courses. Each course in the Debt Management & Investment bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisCredit Control, Debt Management, Investment Banking, and Business Law bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Credit Control, Debt Management, Investment Banking, and Business Law bundle offers you the flexibility and convenience to learn at your own pace. Make the Debt Management & Investment package your trusted companion in your lifelong learning journey. CPD 210 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Credit Control, Debt Management, Investment Banking, and Business Law bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Requirements Without any formal requirements, you can delightfully enrol this Credit Control, Debt Management, Investment Banking, and Business Law course. Career path Unleash your potential with the Credit Control, Debt Management, Investment Banking, and Business Lawbundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Debt Management & Investment bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Fire Marshal Training - Level 3 offers comprehensive instruction in fire safety, prevention, and emergency response. Gain certification in workplace safety and evacuation procedures. Ideal for fire wardens, health and safety officers, and those seeking to enhance their understanding of fire hazards and regulations. Enrol now for expert-led instruction and practical skills development

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Drug and Alcohol: Drug and Alcohol Awareness Course Online When it comes to the risk of drugs and alcohol in the workplace, our Drug and Alcohol: Drug and Alcohol Awareness Course offers your staff the knowledge of all people's principles and obligations at the workplace. The Drug and Alcohol: Drug and Alcohol Awareness Course takes the learner through the safety responsibilities, testing requirements, and processes for drugs and alcohol in the workplace, as well as the implications of any positive tests. By the end of this Drug and Alcohol: Drug and Alcohol Awareness Course, learners will understand the effects of drugs and alcohol on work fitness and how they can contribute to a safe workplace. Learning Outcomes of Drug and Alcohol: Drug and Alcohol Awareness Course After completing this Drug and Alcohol: Drug and Alcohol Awareness Course, the learner will be able to: Understand the basic concepts of substance misuse. Demonstrate a thorough understanding of the different types of illegal drugs. Understand the legal, health, and social implications of drug and alcohol abuse. Understand how organizations and individuals are expected to handle substance misuse issues. Demonstrate an understanding of the statistics on drug and alcohol abuse in the UK. Describe the various types of drug treatment services available in the UK. Plan a drug intervention and understand when someone requires assistance. Special Offers of this Drug and Alcohol: Drug and Alcohol Awareness Course This Drug and Alcohol: Drug and Alcohol Awareness Course includes a FREE PDF Certificate. Lifetime access to this Drug and Alcohol: Drug and Alcohol Awareness Course Instant access to this Drug and Alcohol Awareness: Drug and Alcohol Awareness Course Get FREE Tutor Support from Monday to Friday in this Drug and Alcohol: Drug and Alcohol Awareness Course Drug and Alcohol: Drug and Alcohol Awareness Course Bundle: Course 01: Drug and Alcohol Awareness Course 02: Suicide Awareness Training Course 03: Level 5 Mental Health Care - MCA and DOLS Course 04: Diploma in Counselling and Psychology [ Note: Free PDF certificate as soon as completing the Drug and Alcohol: Drug and Alcohol Awareness Course] Drug and Alcohol: Drug and Alcohol Awareness Course Online Industry Experts Designed this Drug and Alcohol: Drug and Alcohol Awareness Course into 06 detailed modules. Course Curriculum of Drug and Alcohol: Drug and Alcohol Awareness Course Module 01: Introduction Module 02: Historical Overview Module 03: Nature of Addiction Module 04: Policy Initiatives and Strategy in Alcohol and Drug Use Module 05: Understanding Alcohol Abuse Module 06: Drug Addiction & Abuse Assessment Method of Drug and Alcohol Awareness After completing each module of the Drug and Alcohol Awareness: Drug and Alcohol Awareness Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of Drug and Alcohol Awareness After completing the MCQ/Assignment assessment for this Drug and Alcohol Awareness: Drug and Alcohol Awareness course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Drug and Alcohol: Drug and Alcohol Awareness Course Online This Drug and Alcohol Awareness: Drug and Alcohol course is designed for those working in high-risk industries like hospitality and construction and anyone who manages or works with vulnerable people like adolescents. Requirements Drug and Alcohol: Drug and Alcohol Awareness Course Online Students who intend to enrol in this Drug and Alcohol Awareness: Drug and Alcohol Awareness course must meet the following requirements: Drug and Alcohol Awareness: Good command of the English language. Drug and Alcohol Awareness: Must be vivacious and self-driven Drug and Alcohol Awareness: Basic computer knowledge. Drug and Alcohol Awareness: A minimum of 16 years of age is required Career path Drug and Alcohol: Drug and Alcohol Awareness Course Online This Drug and Alcohol Awareness: Drug and Alcohol Awareness course opens a new door for you to enter the relevant job market. It also gives you the opportunity to gain in-depth knowledge along with the necessary skills to grow in no time. Certificates Certificate of completion Digital certificate - Included

HR and Leadership Management is one of our best selling and most popular course. This course is suitable for anyone aspiring to or already working in Leadership and looks at skills needed to improve Leadership. By taking this course you will gain the necessary skills to perform effectively in this field. The HR and Leadership Management is organised into 3 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 29hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Course Content HR and Leadership Management - Updated Version HR Module 1: Introduction to Human Resource Introduction to Human Resources 00:16:00 Module 2: Employee Recruitment and Selection Procedure Employee Recruitment and Selection Procedure 00:12:00 Module 3: Employee Training and Development Process Employee Training and Development Process 00:22:00 Module 4: Performance Appraisal Management Performance Appraisal Management 00:19:00 Module 5: Employee Relations Employee Relations 00:15:00 Module 6: Motivation and Counselling Motivation and Counselling 00:19:00 Module 7: Ensuring Health and safety at the Workplace Ensuring Health and Safety at the Workplace 00:16:00 Module 8: Employee Termination Employee Termination 00:15:00 Module 9: Employer Record and Statistics Employer Records and Statistics 00:11:00 Module 10: Essential UK Employment Law Essential UK Employment Law 00:27:00 Leadership & Management Module 1: Understanding Management and Leadership 00:40:00 Module 2: Leadership Theories 00:25:00 Module 3: Improving Management and Leadership Performance 00:15:00 Module 4: High Performance Teams 00:32:00 Module 5: Motivating Employees 00:26:00 Module 6: Organisational Skills 00:26:00 Module 7: Talent Management 00:37:00 Module 8: Succession Planning 00:24:00 Module 9: Business Process Management 00:29:00 Module 10: Communication Skills 00:28:00 Module 11: Negotiation Techniques 00:15:00 Module 12: Managing Meetings and Giving Feedback 00:22:00 Module 13: Managing Change 00:22:00 Module 14: Time Management 00:37:00 Module 15: Stress Management 00:15:00 Module 16: Emotional Intelligence in Leadership 00:32:00 Module 17: Managing Conflict 00:14:00 Module 18: Dealing with Office Politics 00:34:00 Module 19: Risk Management 00:35:00 Module 20: Corporate Responsibility and Ethics 00:14:00 Mock Exam Mock Exam - HR and Leadership Management 00:20:00 Final Exam Final Exam - HR and Leadership Management 00:20:00 HR and Leadership Management - Old Version Human Resource Management Module One - Getting Started 00:30:00 Module Two - Human Resources Today 01:00:00 Module Three - Recruiting and Interviewing 01:00:00 Module Four - Retention and Orientation 01:00:00 Module Five - Following Up With New Employees 01:00:00 Module Six - Workplace Health & Safety 01:00:00 Module Seven - Workplace Bullying, Harassment, and Violence 01:00:00 Module Eight - Workplace Wellness 01:00:00 Module Nine - Providing Feedback to Employees 01:00:00 Module Ten - Disciplining Employees 01:00:00 Module Eleven - Terminating Employees 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities 00:00:00 HR and Leadership Leader and HR Management 00:30:00 Commitment and HR Management 01:00:00 Team Management 00:30:00 Build A Mastermind Group 02:00:00 People Recognition in HR Management 00:30:00 Performance, Goals and Management 00:30:00 Think Outside The Box 00:30:00 Be Passionate about Your Work 00:30:00 The Importance Of A Good Team Leader 00:30:00 Leadership and People Management Module One - Getting Started 00:30:00 Module Two - The Evolution of Leadership 01:00:00 Module Three - Situational Leadership 01:00:00 Module Four - A Personal Inventory 01:00:00 Module Five - Modeling the Way 01:00:00 Module Six - Inspiring a Shared Vision 01:00:00 Module Seven - Challenging the Process 01:00:00 Module Eight - Enabling Others to Act 01:00:00 Module Nine - Encouraging the Heart 01:00:00 Module Ten - Basic Influencing Skills 01:00:00 Module Eleven - Setting Goals 01:00:00 Module Twelve - Wrapping Up 00:30:00 Leadership and People Management Diploma- Activities 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

🚀 Unlock the Power of Data with Our Machine Learning Course! 🤖 Are you ready to dive into the revolutionary world of Machine Learning? Welcome to our comprehensive course designed to equip you with the skills and knowledge needed to harness the potential of data-driven decision-making. 🎓 Machine Learning has rapidly emerged as one of the most transformative technologies of the 21st century. From powering intelligent virtual assistants to revolutionizing healthcare diagnostics, its applications are boundless. With our expertly crafted course, you'll embark on a journey that will demystify the complexities of Machine Learning and empower you to leverage its capabilities for diverse purposes. 💡 Why Machine Learning? In today's data-driven world, organizations across industries are seeking professionals who can extract actionable insights from vast amounts of data. Machine Learning offers the tools and techniques necessary to analyze complex datasets, identify patterns, and make predictions with unprecedented accuracy. By mastering Machine Learning, you'll gain a competitive edge in the job market and position yourself as a valuable asset to any organization. 📈 What You'll Learn: Our Machine Learning course covers a wide array of topics, including: Fundamentals of Machine Learning algorithms Supervised, unsupervised, and reinforcement learning techniques Data preprocessing and feature engineering Model evaluation and validation Deep learning and neural networks Practical applications and case studies With hands-on projects and real-world examples, you'll not only understand the theory behind Machine Learning but also gain practical experience in implementing algorithms and solving complex problems. Whether you're a beginner or an experienced data professional, our course is tailored to accommodate learners of all levels. 📊 Who is this for? Our Machine Learning course is ideal for: Aspiring data scientists and analysts Software engineers looking to transition into Machine Learning roles Business professionals seeking to leverage data for strategic decision-making Students and academics interested in exploring the forefront of technology No matter your background or experience level, our course provides a solid foundation in Machine Learning principles and techniques, setting you on the path to success in this rapidly evolving field. 🌟 Career Path: By mastering Machine Learning, you'll open doors to a myriad of exciting career opportunities, including: Data Scientist Machine Learning Engineer AI Researcher Business Intelligence Analyst Data Engineer With the demand for Machine Learning professionals on the rise, employers are actively seeking individuals with the skills and expertise to drive innovation and deliver impactful solutions. Whether you're looking to advance your current career or embark on a new professional journey, our course will equip you with the tools and knowledge needed to thrive in today's competitive job market. 💼 FAQ: Q: Is prior programming experience required to enroll in the course? A: While prior programming experience can be beneficial, our course is designed to accommodate learners of all backgrounds. We provide comprehensive tutorials and resources to help you grasp the fundamentals of programming and get started with Machine Learning. Q: How long does it take to complete the course? A: The duration of the course varies depending on your pace and level of commitment. On average, most learners complete the course within 3 to 6 months. However, you have the flexibility to study at your own pace and revisit materials as needed. Q: Are there any prerequisites for enrolling in the course? A: While there are no strict prerequisites, familiarity with basic mathematics, statistics, and programming concepts can be advantageous. We provide supplementary materials and support to help you build the necessary foundation for success in the course. Q: Will I receive a certificate upon completion of the course? A: Yes, upon successfully completing the course requirements, you'll receive a certificate of completion that validates your proficiency in Machine Learning concepts and techniques. This certificate can enhance your credentials and demonstrate your expertise to potential employers. Q: How does the course structure accommodate working professionals? A: Our course offers flexible scheduling options, allowing you to balance your studies with your professional and personal commitments. With on-demand access to course materials and resources, you can learn at your own convenience and progress at a pace that suits your lifestyle. Don't miss out on the opportunity to unlock your full potential with our Machine Learning course! Enroll today and embark on a transformative journey that will shape the future of your career. 🌐✨ Course Curriculum Module 1_ Introduction to Machine Learning Introduction to Machine Learning 00:00 Module 2_ Linear Regression Linear Regression 00:00 Module 3_ Logistic Regression Logistic Regression 00:00 Module 4_ Decision Trees and Random Forests Decision Trees and Random Forests 00:00 Module 5_ Support Vector Machines (SVMs) Support Vector Machines (SVMs) 00:00 Module 6_ k-Nearest Neighbors (k-NN) k-Nearest Neighbors (k-NN) 00:00 Module 7_ Naive Bayes Naive Bayes 00:00 Module 8_ Clustering Clustering 00:00 Module 9_ Dimensionality Reduction Dimensionality Reduction 00:00 Module 10_ Neural Networks Neural Networks 00:00

Did you know that an HR manager can earn more than 40,000 GBP annually? If you are looking to pursue a career in this lucrative line of work, our HR Management Beginner to Intermediate Course will assist you in claiming your desired position. HR is more than merely a company component. It is critical to every business and its employees' success and is the soul of any organisation. This QLS-endorsed and CPD-accredited course will effectively prepare you to begin a career in the associated field. Managing everyday HR activities in organisations of all sizes is a demanding process that requires the support of an HR administrator. This HR Management course will teach you how to create customised training strategies and manage human resource demands effectively. After successfully completing the HR Management Beginner to Intermediate programme, you will have highly developed skills that will allow you to create and manage the recruitment and selection process, organise and carry out training, implement performance enhancement training, and more. Therefore, enrol in our HR Management Beginner to Intermediate course to advance your profession and your current knowledge and skills. Learning Outcomes Learn about Human Resources. Recognise the staff recruiting and selection process. Learn how to be a good administrator. Recognise the personnel training and development procedure. Discover how to handle performance appraisals and employee interactions. Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS. Get a free student ID card!(£10 postal charge will be applicable for international delivery) Innovative and Engaging Content. Free Assessments 24/7 Tutor Support. Human resource management is vital to the success of any organisation and employee. HR is responsible for keeping employees interested and encouraged to work successfully and maintaining regulatory compliance. This course will provide you with the overview you need to reach your goal, whether you are entirely new to human resources, want to learn more about the area, or need to develop a more successful HR department. Students will also learn about the expanding function of human resources, including a historical examination, key processes and obligations, and current trends impacting the development of HR practices. Managing everyday HR activities in organisations of all sizes is a demanding process that requires the support of an HR consultant. This HR Management Bundle will provide the basic information necessary to develop customised training courses and efficiently manage human resource-related needs. Then, when you need them, competent teachers and mentors will be accessible via email and chat rooms to answer any questions. *** Course Curriculum *** Here is the curriculum breakdown of the HR Management Beginner to Intermediate Course course: ***HR Management Beginner to Intermediate Course*** Module 01: Introduction to Human Resources Module 02: Employee Recruitment and Selection Procedure Module 03: Employee Training and Development Process Module 04: Performance Appraisal Management Module 05: Employee Relations Module 06: Motivation and Counselling Module 07: Ensuring Health and Safety at the Workplace Module 08: Employee Termination Module 09: Employer Records and Statistics Module 10: Essential UK Employment Law Assessment Process Once you have completed all the modules in the HR Management Beginner to Intermediate Course course, you can assess your skills and knowledge with an optional assignment. Certificate of Completion The learners have to complete the assessment of this HR Management Beginner to Intermediate Course course to achieve the CPDQS accredited certificate. Digital Certificate: £10 Hard Copy Certificate: £29 (Inside UK) Hard Copy Certificate: £39 (for international students) CPD 4 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This HR Management course is suited for those who are Interested in pursuing a career in this sector. Committed to improve their abilities. Trying to establish a productive workforce. Attempting to boost office productivity. Determined to create an employee-friendly environment. Requirements You will not need any prior background or expertise to enrol in this course. Career path HR has a vast employment market. This HR Management Beginner to Intermediate course will assist students in pursuing careers that are in high demand in the labour market, such as- Human resources officer Equalities officer Human Resources Assistant. HR Specialist Administrative Officer Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.